SF-Crime-mapping

Load and wrangle the data

## [1] "Original raw data set was  878049  observances."

## [1] "Original raw data set was BLA BLA 509681  observances."

## [1] "Lastly, all data not impacting a pedistrian was removed, leaving 195711  observances."

Visualizations

San Francisco map with all wrangled crime points

The three choosen paths from our hotel at St. Regis

The three paths and their associated neighborhood crime

Three paths and heat map of the in-scope crime points